Cross analytics of student and course activities from e-book operation logs

研究成果: 著書/レポートタイプへの貢献会議での発言

抜粋

In this paper, we propose a cross analytics methodology of student activities and course activities using e-Book operation logs collected in 15 courses with face-to-face lecture style over 4 weeks. These courses commonly use the same lecture materials, but are conducted by different teachers. The new aspect of our research is that we perform cross analysis over courses. Most past researches focus on students' activities in a specific course, and give discussions about how the students behaved, how the behaviors differ from each other. In contrast, our research focuses on the course activities and conducts a comparison among courses. First, we begin with data alignment for row data to rectify a student activity every 10 seconds. Through our analytics, it becomes clear that whether students' activities varies with teachers or their teaching styles. In the experiments, we applied the proposed analytics to 1.1-million operation logs, and found out interesting characteristics through the comparison across courses.

元の言語英語
ホスト出版物のタイトルProceedings of the 25th International Conference on Computers in Education, ICCE 2017 - Main Conference Proceedings
編集者Ahmad Fauzi Mohd Ayub, Antonija Mitrovic, Jie-Chi Yang, Su Luan Wong, Wenli Chen
出版者Asia-Pacific Society for Computers in Education
ページ433-438
ページ数6
ISBN(印刷物)9789869401265
出版物ステータス出版済み - 1 1 2017
イベント25th International Conference on Computers in Education, ICCE 2017 - Christchurch, ニュージ―ランド
継続期間: 12 4 201712 8 2017

出版物シリーズ

名前Proceedings of the 25th International Conference on Computers in Education, ICCE 2017 - Main Conference Proceedings

その他

その他25th International Conference on Computers in Education, ICCE 2017
ニュージ―ランド
Christchurch
期間12/4/1712/8/17

    フィンガープリント

All Science Journal Classification (ASJC) codes

  • Computer Science (miscellaneous)
  • Computer Science Applications
  • Information Systems
  • Hardware and Architecture
  • Education

これを引用

Shimada, A., & Konomi, S. (2017). Cross analytics of student and course activities from e-book operation logs. : A. F. Mohd Ayub, A. Mitrovic, J-C. Yang, S. L. Wong, & W. Chen (版), Proceedings of the 25th International Conference on Computers in Education, ICCE 2017 - Main Conference Proceedings (pp. 433-438). (Proceedings of the 25th International Conference on Computers in Education, ICCE 2017 - Main Conference Proceedings). Asia-Pacific Society for Computers in Education.